2 papers
cs.CL2026
Gold-Guided Programmatic Distillation for Financial Reasoning over Hybrid Tables and Text
Yun Dong, Erica Zhao, Elana Chen
Financial question answering over hybrid tabular and textual data may require multi-source reasoning and precise numerical computation. While large language models (LLMs) can gener…
cs.HC2026
From Answer Generators to Reasoning Facilitators: Designing AI Tutors for Mathematical Reasoning in High-Stakes Environments
Yuming Feng, Yuan Tian, Erica Zhao
The rapid integration of Large Language Models (LLMs) into educational technology threatens to reduce mathematical learning to mere answer generation. This paper presents a generat…